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FIX/DEPR follow literature for the implementation of NCR #1012

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glemaitre merged 3 commits into scikit-learn-contrib:master from glemaitre:is/764

Jul 10, 2023

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glemaitre commented Jul 10, 2023

closes #764

Solve several issues in NeighbourhoodCleaningRule:

apply the threshold_cleaning on the minority classes and not the full dataset
deprecate kind_sel since it does not make in regards to the proposed literature. We need to remove samples that are linked with the misclassification of samples using the NN rule for the minority class.
Make the code for this selection clearer.

glemaitre added 3 commits

July 10, 2023 12:32


          FIX/DEPR follow literature for the implementation of NCR

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glemaitre merged commit 6622afb into scikit-learn-contrib:master

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